What we Know About Mixtral 8x7B: Mistral New Open Source LLM
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Mistral AI: (8x7b) Releases First Ever Opensource Model Of Experts (MoE) Model
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Mistral continues their commitment to the Open Source World by releasing the first 56 billion token model (8 models, 7 billion tokens each) via a Torrent !! A few days ago, …
Why OpenHermes-2.5 Is So Much Better Than GPT-4 And LLama2 13B β Here The Result
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. the AI news in the past 7 days has been insane, with so much happening in the world of AI So, In this Article, weβre diving into some of the latest AI developments …
The Blessing of Dimensionality?! (Part 1)
Author(s): Avi Mohan, Ph.D. Originally published on Towards AI. The Blessing of Dimensionality?! (Part 1) Fig 1. Shakey the Robot built at the Stanford Research Institute, circa 1972 (source: Wikimedia Commons) From Dartmouth to LISP βWe think that a significant advance can …
A Dual Augmented Two-tower Model for Online Large-scale Recommendation
Author(s): Saankhya Mondal Originally published on Towards AI. Recommendation systems are algorithms that are designed to provide personalized suggestions to users. These systems are employed in various domains to help users discover relevant items, such as products (e-commerce like Amazon), other users …
The Future of OpenAIβs GPTs β 2024 SWOT Analysis
Author(s): Cezary Gesikowski Originally published on Towards AI. Navigating the Fast-Evolving Landscape of Generative AI Top highlight image by the author via Midjourney + Photoshop Things move pretty fast in the world of artificial intelligence, and at the moment, OpenAIβs ChatGPT and …
In-depth Handling/Imputation Techniques of Missing Values in Feature Transformation
Author(s): Amit Chauhan Originally published on Towards AI. Data imputation for machine learning and data science projectPhoto by Emile Perron on Unsplash As we know, machine learning algorithms are not very good with missing data. Part of feature engineering is transforming the …
Learn AI Together β Towards AI Community Newsletter #4
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! In this issue, we share a new video for our course video series with Activeloop on enhancing the Large Language Model (LLM) performance. This video shows various …
Microsoftβs Unveils Orca2, Creating the First Cautious Reasoner LLM
Author(s): Ignacio de Gregorio Originally published on Towards AI. A Reasoning breakthrough As we discussed the previous week, Small Language Models (SLMs) are all the rage right now. Also, Microsoft launched the new version of their SLM crown jewel, Orca2, creating a …
βYou are an Expertβ Isnβt the Magical AI Prompt You Think It Is
Author(s): David Leibowitz Originally published on Towards AI. Top highlight Forget the AI gimmicks; use these ChatGPT prompts instead Conjuring expertise with ChatGPT goes beyond calling it an βexpertβ, Credit: David Leibowitz via DALL-E If you could conjure up marketing genius with …
Originality on Trial: AIβs Challenge to Creative Ownership
Author(s): Pranath Fernando | AI Consultant Originally published on Towards AI. Do you feel outraged over AI stealing artistβs work? Or could this be a tragic misunderstanding?Photo by Chris Sansbury on Unsplash How would you feel if someone stole something really valuable …
This AI newsletter is all you need #76
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were focused on significant AI developments beyond the realm of transformers and large language models (LLMs). While the recent momentum of …
Reversing Time: Diffusion Models and Stochastic Differential Equations
Author(s): Son Cain Originally published on Towards AI. In the beginning, there was chaosβ¦AI-generated image with Freepik Diffusion models allow us to reverse time. Yes, time. But I am getting ahead of myself β¦ In the previous two articles, we discussed two …
Run Local LLM Inference10x Faster (244 TOK/s): PyTorch II
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. There are many ways to run, here is a quick overview TLDR: The Pytorch team came up with a way of optimizing purely by building ground-up optimizations below Torch.compile: A compiler …
The Quest for Artificial General Intelligence (AGI): When AI Achieves Superpowers
Author(s): Nick Minaie, PhD Originally published on Towards AI. The field of Artificial intelligence has seen tremendous progress over the past decade, yet achieving human-level intelligence remains the ultimate goal of many researchers. In this article, I will provide an overview of …
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